Pandas Profiling Report

Dataset statistics

Number of variables	44
Number of observations	998
Missing cells	9174
Missing cells (%)	20.9%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	343.2 KiB
Average record size in memory	352.1 B

Variable types

Numeric	16
Categorical	23
Unsupported	5

Alerts

`TIPO_CULTIVO` has constant value ""	Constant
`DEPARTAMENTO` has constant value ""	Constant
`FECHA_SIEMBRA` has a high cardinality: 204 distinct values	High cardinality
`FECHA_EMERGENCIA` has a high cardinality: 205 distinct values	High cardinality
`FECHA_FLORACION` has a high cardinality: 212 distinct values	High cardinality
`FECHA_COSECHA` has a high cardinality: 226 distinct values	High cardinality
`NOMBRE_LOTE` has a high cardinality: 727 distinct values	High cardinality
`NUEVO_MATERIAL_GENETICO` has a high cardinality: 82 distinct values	High cardinality
`OBSERVACIONES_COSECHA` has a high cardinality: 132 distinct values	High cardinality
`CULT_ANT` is highly imbalanced (51.3%)	Imbalance
`PROD_COSECHADO` is highly imbalanced (63.8%)	Imbalance
`TIPO_DE_SEMILLA` has 998 (100.0%) missing values	Missing
`HABITO_CRECIMIENTO` has 998 (100.0%) missing values	Missing
`OBJ_RDT` has 176 (17.6%) missing values	Missing
`FECHA_COSECHA` has 12 (1.2%) missing values	Missing
`METODO_COSECHA` has 12 (1.2%) missing values	Missing
`RDT` has 12 (1.2%) missing values	Missing
`PROD_COSECHADO` has 12 (1.2%) missing values	Missing
`ORIGEN_SEMILLA` has 998 (100.0%) missing values	Missing
`INOCULACION_SEMILLAS` has 998 (100.0%) missing values	Missing
`NUEVA_INOCULACION_SEMILLAS` has 998 (100.0%) missing values	Missing
`PRODUCTO_USADO` has 571 (57.2%) missing values	Missing
`NUEVO_MATERIAL_GENETICO` has 712 (71.3%) missing values	Missing
`OTRO_CULT_ANT` has 994 (99.6%) missing values	Missing
`RESIEMBRA` has 781 (78.3%) missing values	Missing
`CANTIDAD_TOTAL` has 50 (5.0%) missing values	Missing
`HUMEDAD` has 113 (11.3%) missing values	Missing
`OBSERVACIONES_COSECHA` has 703 (70.4%) missing values	Missing
`CANTIDAD_TOTAL` is highly skewed (γ1 = 20.58704714)	Skewed
`OTRO_CULT_ANT` is uniformly distributed	Uniform
`ID_EVENTO` has unique values	Unique
`ID_LOTE` has unique values	Unique
`TIPO_DE_SEMILLA` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`HABITO_CRECIMIENTO` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`ORIGEN_SEMILLA` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`INOCULACION_SEMILLAS` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`NUEVA_INOCULACION_SEMILLAS` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`OBJ_RDT` has 10 (1.0%) zeros	Zeros
`RESIEMBRA` has 123 (12.3%) zeros	Zeros

Reproduction

Analysis started	2023-02-20 21:52:42.871924
Analysis finished	2023-02-20 21:53:46.305867
Duration	1 minute and 3.43 seconds
Software version	ydata-profiling v0.0.dev0
Download configuration	config.json

ID_EVENTO
Real number (ℝ)

Distinct	998
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3040.2214

Minimum	53
Maximum	4675
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.9 KiB

Quantile statistics

Minimum	53
5-th percentile	813.85
Q1	2292.25
median	3075.5
Q3	3917.75
95-th percentile	4618.3
Maximum	4675
Range	4622
Interquartile range (IQR)	1625.5

Descriptive statistics

Standard deviation	1069.9872
Coefficient of variation (CV)	0.35194383
Kurtosis	-0.081858374
Mean	3040.2214
Median Absolute Deviation (MAD)	806
Skewness	-0.39546436
Sum	3034141
Variance	1144872.6
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
53	1	0.1%
3320	1	0.1%
3307	1	0.1%
3308	1	0.1%
3309	1	0.1%
3310	1	0.1%
3311	1	0.1%
3312	1	0.1%
3313	1	0.1%
3314	1	0.1%
Other values (988)	988	99.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
53	1	0.1%
54	1	0.1%
56	1	0.1%
57	1	0.1%
273	1	0.1%
282	1	0.1%
283	1	0.1%
284	1	0.1%
286	1	0.1%
287	1	0.1%

Value	Count	Frequency (%)
4675	1	0.1%
4674	1	0.1%
4673	1	0.1%
4672	1	0.1%
4671	1	0.1%
4670	1	0.1%
4669	1	0.1%
4668	1	0.1%
4667	1	0.1%
4666	1	0.1%

ID_LOTE
Real number (ℝ)

Distinct	998
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2799.0541

Minimum	40
Maximum	4432
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.9 KiB

Quantile statistics

Minimum	40
5-th percentile	689.85
Q1	2081.25
median	2770.5
Q3	3723
95-th percentile	4283.15
Maximum	4432
Range	4392
Interquartile range (IQR)	1641.75

Descriptive statistics

Standard deviation	1029.8935
Coefficient of variation (CV)	0.36794342
Kurtosis	-0.25397341
Mean	2799.0541
Median Absolute Deviation (MAD)	780
Skewness	-0.3167215
Sum	2793456
Variance	1060680.7
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
40	1	0.1%
3039	1	0.1%
3026	1	0.1%
3027	1	0.1%
3028	1	0.1%
3029	1	0.1%
3030	1	0.1%
3031	1	0.1%
3032	1	0.1%
3033	1	0.1%
Other values (988)	988	99.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
40	1	0.1%
43	1	0.1%
44	1	0.1%
45	1	0.1%
46	1	0.1%
47	1	0.1%
51	1	0.1%
268	1	0.1%
269	1	0.1%
270	1	0.1%

Value	Count	Frequency (%)
4432	1	0.1%
4382	1	0.1%
4381	1	0.1%
4380	1	0.1%
4379	1	0.1%
4378	1	0.1%
4377	1	0.1%
4376	1	0.1%
4372	1	0.1%
4371	1	0.1%

ID_FINCA
Real number (ℝ)

Distinct	992
Distinct (%)	99.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2783.521

Minimum	42
Maximum	4650
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.9 KiB

Quantile statistics

Minimum	42
5-th percentile	683.85
Q1	1941
median	2657.5
Q3	3959.25
95-th percentile	4511.15
Maximum	4650
Range	4608
Interquartile range (IQR)	2018.25

Descriptive statistics

Standard deviation	1136.7191
Coefficient of variation (CV)	0.40837454
Kurtosis	-0.63398398
Mean	2783.521
Median Absolute Deviation (MAD)	791
Skewness	-0.0031504205
Sum	2777954
Variance	1292130.4
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3714	2	0.2%
2224	2	0.2%
1979	2	0.2%
2820	2	0.2%
1991	2	0.2%
1716	2	0.2%
2904	1	0.1%
2905	1	0.1%
2906	1	0.1%
2913	1	0.1%
Other values (982)	982	98.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
42	1	0.1%
43	1	0.1%
44	1	0.1%
45	1	0.1%
46	1	0.1%
47	1	0.1%
50	1	0.1%
240	1	0.1%
241	1	0.1%
242	1	0.1%

Value	Count	Frequency (%)
4650	1	0.1%
4618	1	0.1%
4617	1	0.1%
4616	1	0.1%
4615	1	0.1%
4614	1	0.1%
4613	1	0.1%
4612	1	0.1%
4609	1	0.1%
4608	1	0.1%

ID_PROD
Real number (ℝ)

Distinct	614
Distinct (%)	61.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2625.7936

Minimum	13
Maximum	4835
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.9 KiB

Quantile statistics

Minimum	13
5-th percentile	823.1
Q1	2035
median	2461.5
Q3	2897
95-th percentile	4757
Maximum	4835
Range	4822
Interquartile range (IQR)	862

Descriptive statistics

Standard deviation	1056.9347
Coefficient of variation (CV)	0.40252011
Kurtosis	0.47266281
Mean	2625.7936
Median Absolute Deviation (MAD)	430.5
Skewness	0.51466799
Sum	2620542
Variance	1117111
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4733	12	1.2%
4757	8	0.8%
2848	7	0.7%
2843	7	0.7%
1843	7	0.7%
2905	6	0.6%
2696	6	0.6%
1901	6	0.6%
2375	6	0.6%
2869	6	0.6%
Other values (604)	927	92.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
13	1	0.1%
14	1	0.1%
15	1	0.1%
16	1	0.1%
17	1	0.1%
18	1	0.1%
22	1	0.1%
266	1	0.1%
267	1	0.1%
268	1	0.1%

Value	Count	Frequency (%)
4835	4	0.4%
4834	2	0.2%
4833	1	0.1%
4831	1	0.1%
4829	1	0.1%
4828	1	0.1%
4826	3	0.3%
4825	1	0.1%
4824	1	0.1%
4791	2	0.2%

LAT_LOTE
Real number (ℝ)

Distinct	964
Distinct (%)	96.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8.9695112

Minimum	8.093797
Maximum	9.7194694
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.9 KiB

Quantile statistics

Minimum	8.093797
5-th percentile	8.753319
Q1	8.8915194
median	9.0039733
Q3	9.0808727
95-th percentile	9.1372692
Maximum	9.7194694
Range	1.6256724
Interquartile range (IQR)	0.18935322

Descriptive statistics

Standard deviation	0.15742138
Coefficient of variation (CV)	0.01755072
Kurtosis	7.13899
Mean	8.9695112
Median Absolute Deviation (MAD)	0.088194444
Skewness	-1.6697931
Sum	8951.5722
Variance	0.024781492
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8.943611111	3	0.3%
9.095222222	3	0.3%
8.877222222	2	0.2%
8.99237	2	0.2%
9.076666667	2	0.2%
8.901666667	2	0.2%
8.906111111	2	0.2%
8.940555556	2	0.2%
9.103	2	0.2%
9.014047	2	0.2%
Other values (954)	976	97.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
8.093797	1	0.1%
8.096087	1	0.1%
8.215555556	1	0.1%
8.24431	1	0.1%
8.245634	1	0.1%
8.252012	1	0.1%
8.257094	1	0.1%
8.265328	1	0.1%
8.266452452	1	0.1%
8.268726	1	0.1%

Value	Count	Frequency (%)
9.719469444	1	0.1%
9.624166667	1	0.1%
9.464722222	1	0.1%
9.302305556	1	0.1%
9.300333333	1	0.1%
9.300194444	1	0.1%
9.297694444	1	0.1%
9.296055556	1	0.1%
9.295694444	1	0.1%
9.284944444	1	0.1%

LONG_LOTE
Real number (ℝ)

Distinct	946
Distinct (%)	94.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-75.760976

Minimum	-76.573611
Maximum	-75.413889
Zeros	0
Zeros (%)	0.0%
Negative	998
Negative (%)	100.0%
Memory size	7.9 KiB

Quantile statistics

Minimum	-76.573611
5-th percentile	-75.839865
Q1	-75.800743
median	-75.766667
Q3	-75.721301
95-th percentile	-75.633362
Maximum	-75.413889
Range	1.1597222
Interquartile range (IQR)	0.07944236

Descriptive statistics

Standard deviation	0.1004434
Coefficient of variation (CV)	-0.0013257934
Kurtosis	14.68839
Mean	-75.760976
Median Absolute Deviation (MAD)	0.038639945
Skewness	-1.3878058
Sum	-75609.454
Variance	0.010088878
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-75.76666667	4	0.4%
-75.76111111	3	0.3%
-75.79197222	2	0.2%
-75.73041667	2	0.2%
-75.715054	2	0.2%
-75.81197222	2	0.2%
-75.718249	2	0.2%
-75.76588889	2	0.2%
-75.716401	2	0.2%
-75.68686111	2	0.2%
Other values (936)	975	97.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-76.57361111	1	0.1%
-76.53222222	1	0.1%
-76.46222222	1	0.1%
-76.28138889	1	0.1%
-76.172647	1	0.1%
-76.163395	1	0.1%
-76.16081947	1	0.1%
-76.160776	1	0.1%
-76.159909	1	0.1%
-76.15985324	1	0.1%

Value	Count	Frequency (%)
-75.41388889	1	0.1%
-75.41444444	1	0.1%
-75.42861111	1	0.1%
-75.43416667	1	0.1%
-75.437004	1	0.1%
-75.43722222	1	0.1%
-75.438068	1	0.1%
-75.45166667	1	0.1%
-75.45416667	1	0.1%
-75.45833333	1	0.1%

FECHA_SIEMBRA
Categorical

Distinct	204
Distinct (%)	20.4%
Missing	0
Missing (%)	0.0%
Memory size	7.9 KiB

5/20/2015	63
5/25/2015	31
5/18/2015	29
5/21/2015	25
5/10/2016	24
Other values (199)	826

Length

Max length	10
Median length	9
Mean length	8.8206413
Min length	8

Characters and Unicode

Total characters	8803
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	81 ?
Unique (%)	8.1%

Sample

1st row	5/13/2013
2nd row	5/2/2013
3rd row	5/12/2013
4th row	5/7/2013
5th row	5/7/2013

Common Values

Value	Count	Frequency (%)
5/20/2015	63	6.3%
5/25/2015	31	3.1%
5/18/2015	29	2.9%
5/21/2015	25	2.5%
5/10/2016	24	2.4%
5/12/2016	22	2.2%
5/9/2016	20	2.0%
5/7/2016	18	1.8%
5/15/2015	17	1.7%
5/4/2016	17	1.7%
Other values (194)	732	73.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
5/20/2015	63	6.3%
5/25/2015	31	3.1%
5/18/2015	29	2.9%
5/21/2015	25	2.5%
5/10/2016	24	2.4%
5/12/2016	22	2.2%
5/9/2016	20	2.0%
5/7/2016	18	1.8%
5/15/2015	17	1.7%
5/4/2016	17	1.7%
Other values (194)	732	73.3%

Most occurring characters

Value	Count	Frequency (%)
/	1996	22.7%
1	1520	17.3%
2	1469	16.7%
5	1450	16.5%
0	1271	14.4%
6	424	4.8%
9	185	2.1%
4	160	1.8%
3	136	1.5%
8	101	1.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	6807	77.3%
Other Punctuation	1996	22.7%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	1520	22.3%
2	1469	21.6%
5	1450	21.3%
0	1271	18.7%
6	424	6.2%
9	185	2.7%
4	160	2.4%
3	136	2.0%
8	101	1.5%
7	91	1.3%

Other Punctuation

Value	Count	Frequency (%)
/	1996	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	8803	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
/	1996	22.7%
1	1520	17.3%
2	1469	16.7%
5	1450	16.5%
0	1271	14.4%
6	424	4.8%
9	185	2.1%
4	160	1.8%
3	136	1.5%
8	101	1.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	8803	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
/	1996	22.7%
1	1520	17.3%
2	1469	16.7%
5	1450	16.5%
0	1271	14.4%
6	424	4.8%
9	185	2.1%
4	160	1.8%
3	136	1.5%
8	101	1.1%

TIPO_SIEMBRA
Categorical

Distinct	2
Distinct (%)	0.2%
Missing	1
Missing (%)	0.1%
Memory size	7.9 KiB

Mecanizado	675
Manual	322

Length

Max length	10
Median length	10
Mean length	8.7081244
Min length	6

Characters and Unicode

Total characters	8682
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Mecanizado
2nd row	Mecanizado
3rd row	Mecanizado
4th row	Mecanizado
5th row	Mecanizado

Common Values

Value	Count	Frequency (%)
Mecanizado	675	67.6%
Manual	322	32.3%
(Missing)	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
mecanizado	675	67.7%
manual	322	32.3%

Most occurring characters

Value	Count	Frequency (%)
a	1994	23.0%
M	997	11.5%
n	997	11.5%
e	675	7.8%
c	675	7.8%
i	675	7.8%
z	675	7.8%
d	675	7.8%
o	675	7.8%
u	322	3.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	7685	88.5%
Uppercase Letter	997	11.5%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	1994	25.9%
n	997	13.0%
e	675	8.8%
c	675	8.8%
i	675	8.8%
z	675	8.8%
d	675	8.8%
o	675	8.8%
u	322	4.2%
l	322	4.2%

Uppercase Letter

Value	Count	Frequency (%)
M	997	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	8682	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	1994	23.0%
M	997	11.5%
n	997	11.5%
e	675	7.8%
c	675	7.8%
i	675	7.8%
z	675	7.8%
d	675	7.8%
o	675	7.8%
u	322	3.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	8682	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	1994	23.0%
M	997	11.5%
n	997	11.5%
e	675	7.8%
c	675	7.8%
i	675	7.8%
z	675	7.8%
d	675	7.8%
o	675	7.8%
u	322	3.7%

NUM_SEMILLAS
Real number (ℝ)

Distinct	55
Distinct (%)	5.5%
Missing	1
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Mean	5753.2376

Minimum	0.8
Maximum	80000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.9 KiB

Quantile statistics

Minimum	0.8
5-th percentile	15.4
Q1	18
median	20
Q3	21
95-th percentile	65000
Maximum	80000
Range	79999.2
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	18554.219
Coefficient of variation (CV)	3.2250047
Kurtosis	6.9800343
Mean	5753.2376
Median Absolute Deviation (MAD)	2
Skewness	2.9729163
Sum	5735977.9
Variance	3.4425903 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20	231	23.1%
18	142	14.2%
16	97	9.7%
21	74	7.4%
19	69	6.9%
22	52	5.2%
17	52	5.2%
15	37	3.7%
60000	27	2.7%
17.5	22	2.2%
Other values (45)	194	19.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.8	1	0.1%
1	1	0.1%
7	1	0.1%
12	3	0.3%
13	3	0.3%
14	4	0.4%
15	37	3.7%
15.5	1	0.1%
16	97	9.7%
16.5	5	0.5%

Value	Count	Frequency (%)
80000	3	0.3%
75000	6	0.6%
74000	1	0.1%
73000	3	0.3%
72000	3	0.3%
71000	1	0.1%
70000	4	0.4%
68400	1	0.1%
68000	4	0.4%
67000	9	0.9%

SEM_TRATADAS
Categorical

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	7.9 KiB

NO	573
SI	425

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	1996
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	NO
2nd row	SI
3rd row	NO
4th row	NO
5th row	NO

Common Values

Value	Count	Frequency (%)
NO	573	57.4%
SI	425	42.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
no	573	57.4%
si	425	42.6%

Most occurring characters

Value	Count	Frequency (%)
N	573	28.7%
O	573	28.7%
S	425	21.3%
I	425	21.3%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	1996	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
N	573	28.7%
O	573	28.7%
S	425	21.3%
I	425	21.3%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1996	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
N	573	28.7%
O	573	28.7%
S	425	21.3%
I	425	21.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1996	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
N	573	28.7%
O	573	28.7%
S	425	21.3%
I	425	21.3%

DIST_SURCOS
Real number (ℝ)

Distinct	9
Distinct (%)	0.9%
Missing	2
Missing (%)	0.2%
Infinite	0
Infinite (%)	0.0%
Mean	0.79879518

Minimum	0.2
Maximum	1.5
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.9 KiB

Quantile statistics

Minimum	0.2
5-th percentile	0.8
Q1	0.8
median	0.8
Q3	0.8
95-th percentile	0.8
Maximum	1.5
Range	1.3
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.051054747
Coefficient of variation (CV)	0.06391469
Kurtosis	95.641997
Mean	0.79879518
Median Absolute Deviation (MAD)	0
Skewness	-1.7054746
Sum	795.6
Variance	0.0026065872
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
0.8	929	93.1%
0.7	25	2.5%
0.75	16	1.6%
1	15	1.5%
0.9	4	0.4%
0.2	3	0.3%
0.85	2	0.2%
1.5	1	0.1%
0.5	1	0.1%
(Missing)	2	0.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.2	3	0.3%
0.5	1	0.1%
0.7	25	2.5%
0.75	16	1.6%
0.8	929	93.1%
0.85	2	0.2%
0.9	4	0.4%
1	15	1.5%
1.5	1	0.1%

Value	Count	Frequency (%)
1.5	1	0.1%
1	15	1.5%
0.9	4	0.4%
0.85	2	0.2%
0.8	929	93.1%
0.75	16	1.6%
0.7	25	2.5%
0.5	1	0.1%
0.2	3	0.3%

DIST_PLANTAS
Real number (ℝ)

Distinct	25
Distinct (%)	2.5%
Missing	2
Missing (%)	0.2%
Infinite	0
Infinite (%)	0.0%
Mean	0.24044779

Minimum	0.1
Maximum	1.5
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.9 KiB

Quantile statistics

Minimum	0.1
5-th percentile	0.14
Q1	0.15
median	0.2
Q3	0.2
95-th percentile	0.5
Maximum	1.5
Range	1.4
Interquartile range (IQR)	0.05

Descriptive statistics

Standard deviation	0.1451745
Coefficient of variation (CV)	0.60376723
Kurtosis	10.200469
Mean	0.24044779
Median Absolute Deviation (MAD)	0.04
Skewness	2.6082481
Sum	239.486
Variance	0.021075634
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=25)

Value	Count	Frequency (%)
0.2	269	27.0%
0.18	171	17.1%
0.15	121	12.1%
0.14	107	10.7%
0.5	103	10.3%
0.4	56	5.6%
0.17	33	3.3%
0.3	32	3.2%
0.16	24	2.4%
0.13	22	2.2%
Other values (15)	58	5.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.1	1	0.1%
0.12	5	0.5%
0.125	10	1.0%
0.13	22	2.2%
0.14	107	10.7%
0.15	121	12.1%
0.16	24	2.4%
0.165	1	0.1%
0.17	33	3.3%
0.18	171	17.1%

Value	Count	Frequency (%)
1.5	1	0.1%
1	6	0.6%
0.8	2	0.2%
0.75	1	0.1%
0.7	10	1.0%
0.6	1	0.1%
0.55	3	0.3%
0.5	103	10.3%
0.4	56	5.6%
0.35	6	0.6%

TIPO_CULTIVO
Categorical

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	7.9 KiB

Maiz	998

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Characters and Unicode

Total characters	3992
Distinct characters	4
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Maiz
2nd row	Maiz
3rd row	Maiz
4th row	Maiz
5th row	Maiz

Common Values

Value	Count	Frequency (%)
Maiz	998	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
maiz	998	100.0%

Most occurring characters

Value	Count	Frequency (%)
M	998	25.0%
a	998	25.0%
i	998	25.0%
z	998	25.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2994	75.0%
Uppercase Letter	998	25.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	998	33.3%
i	998	33.3%
z	998	33.3%

Uppercase Letter

Value	Count	Frequency (%)
M	998	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	3992	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
M	998	25.0%
a	998	25.0%
i	998	25.0%
z	998	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3992	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
M	998	25.0%
a	998	25.0%
i	998	25.0%
z	998	25.0%

COLOR_ENDOSPERMO
Categorical

Distinct	2
Distinct (%)	0.2%
Missing	1
Missing (%)	0.1%
Memory size	7.9 KiB

Blanco	553
Amarillo	444

Length

Max length	8
Median length	6
Mean length	6.890672
Min length	6

Characters and Unicode

Total characters	6870
Distinct characters	10
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Blanco
2nd row	Blanco
3rd row	Blanco
4th row	Blanco
5th row	Blanco

Common Values

Value	Count	Frequency (%)
Blanco	553	55.4%
Amarillo	444	44.5%
(Missing)	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
blanco	553	55.5%
amarillo	444	44.5%

Most occurring characters

Value	Count	Frequency (%)
l	1441	21.0%
a	997	14.5%
o	997	14.5%
B	553	8.0%
n	553	8.0%
c	553	8.0%
A	444	6.5%
m	444	6.5%
r	444	6.5%
i	444	6.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	5873	85.5%
Uppercase Letter	997	14.5%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
l	1441	24.5%
a	997	17.0%
o	997	17.0%
n	553	9.4%
c	553	9.4%
m	444	7.6%
r	444	7.6%
i	444	7.6%

Uppercase Letter

Value	Count	Frequency (%)
B	553	55.5%
A	444	44.5%

Most occurring scripts

Value	Count	Frequency (%)
Latin	6870	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
l	1441	21.0%
a	997	14.5%
o	997	14.5%
B	553	8.0%
n	553	8.0%
c	553	8.0%
A	444	6.5%
m	444	6.5%
r	444	6.5%
i	444	6.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	6870	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
l	1441	21.0%
a	997	14.5%
o	997	14.5%
B	553	8.0%
n	553	8.0%
c	553	8.0%
A	444	6.5%
m	444	6.5%
r	444	6.5%
i	444	6.5%

SEM_POR_SITIO
Categorical

Distinct	5
Distinct (%)	0.5%
Missing	3
Missing (%)	0.3%
Memory size	7.9 KiB

1.0	717
3.0	188
2.0	78
4.0	11
5.0	1

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	2985
Distinct characters	7
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	0.1%

Sample

1st row	2.0
2nd row	1.0
3rd row	1.0
4th row	1.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
1.0	717	71.8%
3.0	188	18.8%
2.0	78	7.8%
4.0	11	1.1%
5.0	1	0.1%
(Missing)	3	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1.0	717	72.1%
3.0	188	18.9%
2.0	78	7.8%
4.0	11	1.1%
5.0	1	0.1%

Most occurring characters

Value	Count	Frequency (%)
.	995	33.3%
0	995	33.3%
1	717	24.0%
3	188	6.3%
2	78	2.6%
4	11	0.4%
5	1	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1990	66.7%
Other Punctuation	995	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	995	50.0%
1	717	36.0%
3	188	9.4%
2	78	3.9%
4	11	0.6%
5	1	0.1%

Other Punctuation

Value	Count	Frequency (%)
.	995	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	2985	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
.	995	33.3%
0	995	33.3%
1	717	24.0%
3	188	6.3%
2	78	2.6%
4	11	0.4%
5	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2985	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	995	33.3%
0	995	33.3%
1	717	24.0%
3	188	6.3%
2	78	2.6%
4	11	0.4%
5	1	< 0.1%

TIPO_DE_SEMILLA
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	998
Missing (%)	100.0%
Memory size	7.9 KiB

HABITO_CRECIMIENTO
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	998
Missing (%)	100.0%
Memory size	7.9 KiB

MATERIAL_GENETICO
Categorical

Distinct	28
Distinct (%)	2.8%
Missing	1
Missing (%)	0.1%
Memory size	7.9 KiB

Otro	284
P3966 (Pioneer)	115
DK 234	112
DK 234 YGRR	110
PIONEER 30F35 HRR	60
Other values (23)	316

Length

Max length	19
Median length	17
Mean length	9.8094283
Min length	4

Characters and Unicode

Total characters	9780
Distinct characters	47
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	5 ?
Unique (%)	0.5%

Sample

1st row	PIONEER 30F32
2nd row	DK 234
3rd row	PIONEER 30F32
4th row	Otro
5th row	Otro

Common Values

Value	Count	Frequency (%)
Otro	284	28.5%
P3966 (Pioneer)	115	11.5%
DK 234	112	11.2%
DK 234 YGRR	110	11.0%
PIONEER 30F35 HRR	60	6.0%
PAC 105	59	5.9%
P4082 (Pioneer)	56	5.6%
DK7088	39	3.9%
ADV 9339 (Syngenta)	31	3.1%
Impacto (Syngenta)	29	2.9%
Other values (18)	102	10.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
otro	284	14.9%
pioneer	280	14.7%
dk	226	11.8%
234	222	11.6%
p3966	115	6.0%
ygrr	110	5.8%
30f35	103	5.4%
syngenta	95	5.0%
hrr	60	3.1%
pac	59	3.1%
Other values (26)	354	18.6%

Most occurring characters

Value	Count	Frequency (%)
	911	9.3%
3	630	6.4%
P	511	5.2%
o	506	5.2%
r	457	4.7%
R	450	4.6%
e	439	4.5%
t	412	4.2%
O	395	4.0%
n	378	3.9%
Other values (37)	4691	48.0%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	3174	32.5%
Lowercase Letter	2815	28.8%
Decimal Number	2348	24.0%
Space Separator	911	9.3%
Close Punctuation	266	2.7%
Open Punctuation	266	2.7%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
P	511	16.1%
R	450	14.2%
O	395	12.4%
D	306	9.6%
K	267	8.4%
E	218	6.9%
I	149	4.7%
N	114	3.6%
S	113	3.6%
F	112	3.5%
Other values (8)	539	17.0%

Lowercase Letter

Value	Count	Frequency (%)
o	506	18.0%
r	457	16.2%
e	439	15.6%
t	412	14.6%
n	378	13.4%
i	191	6.8%
a	130	4.6%
y	95	3.4%
g	95	3.4%
m	32	1.1%
Other values (6)	80	2.8%

Decimal Number

Value	Count	Frequency (%)
3	630	26.8%
2	296	12.6%
4	284	12.1%
0	274	11.7%
6	236	10.1%
9	206	8.8%
5	172	7.3%
8	134	5.7%
1	77	3.3%
7	39	1.7%

Space Separator

Value	Count	Frequency (%)
	911	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	266	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	266	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	5989	61.2%
Common	3791	38.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
P	511	8.5%
o	506	8.4%
r	457	7.6%
R	450	7.5%
e	439	7.3%
t	412	6.9%
O	395	6.6%
n	378	6.3%
D	306	5.1%
K	267	4.5%
Other values (24)	1868	31.2%

Common

Value	Count	Frequency (%)
	911	24.0%
3	630	16.6%
2	296	7.8%
4	284	7.5%
0	274	7.2%
)	266	7.0%
(	266	7.0%
6	236	6.2%
9	206	5.4%
5	172	4.5%
Other values (3)	250	6.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	9780	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	911	9.3%
3	630	6.4%
P	511	5.2%
o	506	5.2%
r	457	4.7%
R	450	4.6%
e	439	4.5%
t	412	4.2%
O	395	4.0%
n	378	3.9%
Other values (37)	4691	48.0%

OBJ_RDT
Real number (ℝ)

MISSING ZEROS

Distinct	71
Distinct (%)	8.6%
Missing	176
Missing (%)	17.6%
Infinite	0
Infinite (%)	0.0%
Mean	6327.1588

Minimum	0
Maximum	30000
Zeros	10
Zeros (%)	1.0%
Negative	0
Negative (%)	0.0%
Memory size	7.9 KiB

Quantile statistics

Minimum	0
5-th percentile	2525
Q1	5500
median	6500
Q3	7200
95-th percentile	8000
Maximum	30000
Range	30000
Interquartile range (IQR)	1700

Descriptive statistics

Standard deviation	2840.2773
Coefficient of variation (CV)	0.44890248
Kurtosis	38.31064
Mean	6327.1588
Median Absolute Deviation (MAD)	700
Skewness	4.3229626
Sum	5200924.5
Variance	8067175
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6000	134	13.4%
7000	127	12.7%
7500	79	7.9%
6500	74	7.4%
5000	68	6.8%
7800	37	3.7%
8000	32	3.2%
5500	27	2.7%
4500	26	2.6%
4000	21	2.1%
Other values (61)	197	19.7%
(Missing)	176	17.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	10	1.0%
3	1	0.1%
3.5	2	0.2%
4	2	0.2%
4.5	1	0.1%
5	20	2.0%
5.5	1	0.1%
6	2	0.2%
7	1	0.1%
7.5	1	0.1%

Value	Count	Frequency (%)
30000	5	0.5%
29000	2	0.2%
18000	1	0.1%
15000	1	0.1%
9000	1	0.1%
8500	6	0.6%
8200	1	0.1%
8000	32	3.2%
7950	2	0.2%
7900	2	0.2%

CULT_ANT
Categorical

Distinct	6
Distinct (%)	0.6%
Missing	5
Missing (%)	0.5%
Memory size	7.9 KiB

Maiz	486
Algodón	466
Pastos	22
Frijol	17
Yuca	1

Length

Max length	7
Median length	6
Mean length	5.4874119
Min length	4

Characters and Unicode

Total characters	5449
Distinct characters	20
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2 ?
Unique (%)	0.2%

Sample

1st row	Algodón
2nd row	Maiz
3rd row	Algodón
4th row	Algodón
5th row	Algodón

Common Values

Value	Count	Frequency (%)
Maiz	486	48.7%
Algodón	466	46.7%
Pastos	22	2.2%
Frijol	17	1.7%
Yuca	1	0.1%
Arroz	1	0.1%
(Missing)	5	0.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
maiz	486	48.9%
algodón	466	46.9%
pastos	22	2.2%
frijol	17	1.7%
yuca	1	0.1%
arroz	1	0.1%

Most occurring characters

Value	Count	Frequency (%)
a	509	9.3%
o	506	9.3%
i	503	9.2%
z	487	8.9%
M	486	8.9%
l	483	8.9%
A	467	8.6%
ó	466	8.6%
n	466	8.6%
d	466	8.6%
Other values (10)	610	11.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	4456	81.8%
Uppercase Letter	993	18.2%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	509	11.4%
o	506	11.4%
i	503	11.3%
z	487	10.9%
l	483	10.8%
ó	466	10.5%
n	466	10.5%
d	466	10.5%
g	466	10.5%
s	44	1.0%
Other values (5)	60	1.3%

Uppercase Letter

Value	Count	Frequency (%)
M	486	48.9%
A	467	47.0%
P	22	2.2%
F	17	1.7%
Y	1	0.1%

Most occurring scripts

Value	Count	Frequency (%)
Latin	5449	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	509	9.3%
o	506	9.3%
i	503	9.2%
z	487	8.9%
M	486	8.9%
l	483	8.9%
A	467	8.6%
ó	466	8.6%
n	466	8.6%
d	466	8.6%
Other values (10)	610	11.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4983	91.4%
None	466	8.6%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	509	10.2%
o	506	10.2%
i	503	10.1%
z	487	9.8%
M	486	9.8%
l	483	9.7%
A	467	9.4%
n	466	9.4%
d	466	9.4%
g	466	9.4%
Other values (9)	144	2.9%

None

Value	Count	Frequency (%)
ó	466	100.0%

DRENAJE
Categorical

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	7.9 KiB

SI	595
NO	403

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	1996
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	SI
2nd row	SI
3rd row	SI
4th row	SI
5th row	SI

Common Values

Value	Count	Frequency (%)
SI	595	59.6%
NO	403	40.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
si	595	59.6%
no	403	40.4%

Most occurring characters

Value	Count	Frequency (%)
S	595	29.8%
I	595	29.8%
N	403	20.2%
O	403	20.2%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	1996	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
S	595	29.8%
I	595	29.8%
N	403	20.2%
O	403	20.2%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1996	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
S	595	29.8%
I	595	29.8%
N	403	20.2%
O	403	20.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1996	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
S	595	29.8%
I	595	29.8%
N	403	20.2%
O	403	20.2%

FECHA_EMERGENCIA
Categorical

Distinct	205
Distinct (%)	20.7%
Missing	6
Missing (%)	0.6%
Memory size	7.9 KiB

5/25/2015	41
5/24/2015	35
5/30/2015	24
5/23/2015	22
5/28/2015	21
Other values (200)	849

Length

Max length	10
Median length	9
Mean length	8.9102823
Min length	8

Characters and Unicode

Total characters	8839
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	75 ?
Unique (%)	7.6%

Sample

1st row	5/18/2013
2nd row	5/7/2013
3rd row	5/17/2013
4th row	5/12/2013
5th row	5/12/2013

Common Values

Value	Count	Frequency (%)
5/25/2015	41	4.1%
5/24/2015	35	3.5%
5/30/2015	24	2.4%
5/23/2015	22	2.2%
5/28/2015	21	2.1%
5/26/2015	21	2.1%
5/20/2015	20	2.0%
5/22/2015	20	2.0%
5/14/2016	20	2.0%
5/15/2016	20	2.0%
Other values (195)	748	74.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
5/25/2015	41	4.1%
5/24/2015	35	3.5%
5/30/2015	24	2.4%
5/23/2015	22	2.2%
5/28/2015	21	2.1%
5/26/2015	21	2.1%
5/20/2015	20	2.0%
5/22/2015	20	2.0%
5/14/2016	20	2.0%
5/15/2016	20	2.0%
Other values (195)	748	75.4%

Most occurring characters

Value	Count	Frequency (%)
/	1984	22.4%
1	1539	17.4%
2	1489	16.8%
5	1396	15.8%
0	1265	14.3%
6	479	5.4%
4	179	2.0%
3	172	1.9%
9	165	1.9%
7	86	1.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	6855	77.6%
Other Punctuation	1984	22.4%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	1539	22.5%
2	1489	21.7%
5	1396	20.4%
0	1265	18.5%
6	479	7.0%
4	179	2.6%
3	172	2.5%
9	165	2.4%
7	86	1.3%
8	85	1.2%

Other Punctuation

Value	Count	Frequency (%)
/	1984	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	8839	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
/	1984	22.4%
1	1539	17.4%
2	1489	16.8%
5	1396	15.8%
0	1265	14.3%
6	479	5.4%
4	179	2.0%
3	172	1.9%
9	165	1.9%
7	86	1.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	8839	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
/	1984	22.4%
1	1539	17.4%
2	1489	16.8%
5	1396	15.8%
0	1265	14.3%
6	479	5.4%
4	179	2.0%
3	172	1.9%
9	165	1.9%
7	86	1.0%

POBLACION_20DIAS
Real number (ℝ)

Distinct	79
Distinct (%)	8.0%
Missing	7
Missing (%)	0.7%
Infinite	0
Infinite (%)	0.0%
Mean	64364.693

Minimum	6000
Maximum	180000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.9 KiB

Quantile statistics

Minimum	6000
5-th percentile	50000
Q1	60000
median	62500
Q3	71000
95-th percentile	75000
Maximum	180000
Range	174000
Interquartile range (IQR)	11000

Descriptive statistics

Standard deviation	10225.157
Coefficient of variation (CV)	0.15886283
Kurtosis	21.339861
Mean	64364.693
Median Absolute Deviation (MAD)	5100
Skewness	1.2649307
Sum	63785411
Variance	1.0455384 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
60000	232	23.2%
62000	72	7.2%
55000	70	7.0%
65000	69	6.9%
70000	69	6.9%
73000	61	6.1%
72000	60	6.0%
75000	48	4.8%
62500	37	3.7%
71000	33	3.3%
Other values (69)	240	24.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
6000	1	0.1%
13500	1	0.1%
15000	1	0.1%
25000	2	0.2%
30000	3	0.3%
32000	2	0.2%
33000	1	0.1%
37500	1	0.1%
41000	3	0.3%
41500	1	0.1%

Value	Count	Frequency (%)
180000	1	0.1%
120000	3	0.3%
100000	2	0.2%
93331	2	0.2%
90000	4	0.4%
87500	2	0.2%
85700	1	0.1%
85000	1	0.1%
84000	4	0.4%
80500	1	0.1%

FECHA_FLORACION
Categorical

Distinct	212
Distinct (%)	21.4%
Missing	6
Missing (%)	0.6%
Memory size	7.9 KiB

7/10/2015	33
7/16/2015	26
7/13/2015	22
7/11/2015	22
7/6/2015	21
Other values (207)	868

Length

Max length	10
Median length	9
Mean length	8.9586694
Min length	8

Characters and Unicode

Total characters	8887
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	83 ?
Unique (%)	8.4%

Sample

1st row	7/20/2013
2nd row	7/10/2013
3rd row	7/15/2013
4th row	7/15/2013
5th row	7/14/2013

Common Values

Value	Count	Frequency (%)
7/10/2015	33	3.3%
7/16/2015	26	2.6%
7/13/2015	22	2.2%
7/11/2015	22	2.2%
7/6/2015	21	2.1%
7/15/2015	21	2.1%
7/12/2015	21	2.1%
7/9/2015	20	2.0%
6/30/2016	20	2.0%
7/14/2015	18	1.8%
Other values (202)	768	77.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
7/10/2015	33	3.3%
7/16/2015	26	2.6%
7/13/2015	22	2.2%
7/11/2015	22	2.2%
7/6/2015	21	2.1%
7/15/2015	21	2.1%
7/12/2015	21	2.1%
7/9/2015	20	2.0%
6/30/2016	20	2.0%
7/14/2015	18	1.8%
Other values (202)	768	77.4%

Most occurring characters

Value	Count	Frequency (%)
/	1984	22.3%
1	1862	21.0%
2	1418	16.0%
0	1132	12.7%
5	746	8.4%
6	630	7.1%
7	617	6.9%
3	185	2.1%
4	137	1.5%
8	103	1.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	6903	77.7%
Other Punctuation	1984	22.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	1862	27.0%
2	1418	20.5%
0	1132	16.4%
5	746	10.8%
6	630	9.1%
7	617	8.9%
3	185	2.7%
4	137	2.0%
8	103	1.5%
9	73	1.1%

Other Punctuation

Value	Count	Frequency (%)
/	1984	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	8887	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
/	1984	22.3%
1	1862	21.0%
2	1418	16.0%
0	1132	12.7%
5	746	8.4%
6	630	7.1%
7	617	6.9%
3	185	2.1%
4	137	1.5%
8	103	1.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	8887	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
/	1984	22.3%
1	1862	21.0%
2	1418	16.0%
0	1132	12.7%
5	746	8.4%
6	630	7.1%
7	617	6.9%
3	185	2.1%
4	137	1.5%
8	103	1.2%

FECHA_COSECHA
Categorical

HIGH CARDINALITY MISSING

Distinct	226
Distinct (%)	22.9%
Missing	12
Missing (%)	1.2%
Memory size	7.9 KiB

9/28/2015	48
9/20/2016	29
10/5/2015	23
9/25/2015	21
9/19/2016	20
Other values (221)	845

Length

Max length	10
Median length	9
Mean length	8.9563895
Min length	8

Characters and Unicode

Total characters	8831
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	94 ?
Unique (%)	9.5%

Sample

1st row	9/26/2013
2nd row	9/11/2013
3rd row	9/19/2013
4th row	9/12/2013
5th row	9/12/2013

Common Values

Value	Count	Frequency (%)
9/28/2015	48	4.8%
9/20/2016	29	2.9%
10/5/2015	23	2.3%
9/25/2015	21	2.1%
9/19/2016	20	2.0%
9/30/2015	20	2.0%
9/15/2015	16	1.6%
9/21/2015	16	1.6%
9/29/2015	15	1.5%
9/27/2015	15	1.5%
Other values (216)	763	76.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
9/28/2015	48	4.9%
9/20/2016	29	2.9%
10/5/2015	23	2.3%
9/25/2015	21	2.1%
9/19/2016	20	2.0%
9/30/2015	20	2.0%
9/15/2015	16	1.6%
9/21/2015	16	1.6%
9/29/2015	15	1.5%
9/27/2015	15	1.5%
Other values (216)	763	77.4%

Most occurring characters

Value	Count	Frequency (%)
/	1972	22.3%
2	1683	19.1%
1	1591	18.0%
0	1292	14.6%
9	645	7.3%
5	566	6.4%
6	549	6.2%
8	172	1.9%
3	149	1.7%
4	130	1.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	6859	77.7%
Other Punctuation	1972	22.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	1683	24.5%
1	1591	23.2%
0	1292	18.8%
9	645	9.4%
5	566	8.3%
6	549	8.0%
8	172	2.5%
3	149	2.2%
4	130	1.9%
7	82	1.2%

Other Punctuation

Value	Count	Frequency (%)
/	1972	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	8831	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
/	1972	22.3%
2	1683	19.1%
1	1591	18.0%
0	1292	14.6%
9	645	7.3%
5	566	6.4%
6	549	6.2%
8	172	1.9%
3	149	1.7%
4	130	1.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	8831	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
/	1972	22.3%
2	1683	19.1%
1	1591	18.0%
0	1292	14.6%
9	645	7.3%
5	566	6.4%
6	549	6.2%
8	172	1.9%
3	149	1.7%
4	130	1.5%

METODO_COSECHA
Categorical

Distinct	2
Distinct (%)	0.2%
Missing	12
Missing (%)	1.2%
Memory size	7.9 KiB

Manual	676
Mecanizada	310

Length

Max length	10
Median length	6
Mean length	7.2576065
Min length	6

Characters and Unicode

Total characters	7156
Distinct characters	10
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Manual
2nd row	Manual
3rd row	Manual
4th row	Manual
5th row	Manual

Common Values

Value	Count	Frequency (%)
Manual	676	67.7%
Mecanizada	310	31.1%
(Missing)	12	1.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
manual	676	68.6%
mecanizada	310	31.4%

Most occurring characters

Value	Count	Frequency (%)
a	2282	31.9%
M	986	13.8%
n	986	13.8%
u	676	9.4%
l	676	9.4%
e	310	4.3%
c	310	4.3%
i	310	4.3%
z	310	4.3%
d	310	4.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	6170	86.2%
Uppercase Letter	986	13.8%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	2282	37.0%
n	986	16.0%
u	676	11.0%
l	676	11.0%
e	310	5.0%
c	310	5.0%
i	310	5.0%
z	310	5.0%
d	310	5.0%

Uppercase Letter

Value	Count	Frequency (%)
M	986	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	7156	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	2282	31.9%
M	986	13.8%
n	986	13.8%
u	676	9.4%
l	676	9.4%
e	310	4.3%
c	310	4.3%
i	310	4.3%
z	310	4.3%
d	310	4.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	7156	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	2282	31.9%
M	986	13.8%
n	986	13.8%
u	676	9.4%
l	676	9.4%
e	310	4.3%
c	310	4.3%
i	310	4.3%
z	310	4.3%
d	310	4.3%

RDT
Real number (ℝ)

Distinct	176
Distinct (%)	17.8%
Missing	12
Missing (%)	1.2%
Infinite	0
Infinite (%)	0.0%
Mean	6124.3884

Minimum	1200
Maximum	68000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.9 KiB

Quantile statistics

Minimum	1200
5-th percentile	2200
Q1	4000
median	5100
Q3	6200
95-th percentile	15750
Maximum	68000
Range	66800
Interquartile range (IQR)	2200

Descriptive statistics

Standard deviation	5735.8886
Coefficient of variation (CV)	0.93656511
Kurtosis	33.039335
Mean	6124.3884
Median Absolute Deviation (MAD)	1100
Skewness	5.0267859
Sum	6038647
Variance	32900417
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4000	49	4.9%
5000	48	4.8%
5500	41	4.1%
4500	38	3.8%
6000	31	3.1%
6500	29	2.9%
5200	26	2.6%
3500	26	2.6%
5800	23	2.3%
4800	23	2.3%
Other values (166)	652	65.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1200	6	0.6%
1300	1	0.1%
1400	1	0.1%
1500	1	0.1%
1600	3	0.3%
1700	2	0.2%
1800	7	0.7%
1900	2	0.2%
1990	1	0.1%
2000	7	0.7%

Value	Count	Frequency (%)
68000	1	0.1%
60580	1	0.1%
45600	1	0.1%
39800	1	0.1%
38000	1	0.1%
37000	3	0.3%
36000	2	0.2%
32000	2	0.2%
30000	4	0.4%
29000	2	0.2%

PROD_COSECHADO
Categorical

IMBALANCE MISSING

Distinct	3
Distinct (%)	0.3%
Missing	12
Missing (%)	1.2%
Memory size	7.9 KiB

Grano seco	885
Ensilaje	64
Mazorca (fresca)	37

Length

Max length	16
Median length	10
Mean length	10.095335
Min length	8

Characters and Unicode

Total characters	9954
Distinct characters	18
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Grano seco
2nd row	Grano seco
3rd row	Grano seco
4th row	Grano seco
5th row	Grano seco

Common Values

Value	Count	Frequency (%)
Grano seco	885	88.7%
Ensilaje	64	6.4%
Mazorca (fresca)	37	3.7%
(Missing)	12	1.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
grano	885	46.4%
seco	885	46.4%
ensilaje	64	3.4%
mazorca	37	1.9%
fresca	37	1.9%

Most occurring characters

Value	Count	Frequency (%)
o	1807	18.2%
a	1060	10.6%
s	986	9.9%
e	986	9.9%
c	959	9.6%
r	959	9.6%
n	949	9.5%
	922	9.3%
G	885	8.9%
l	64	0.6%
Other values (8)	377	3.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	7972	80.1%
Uppercase Letter	986	9.9%
Space Separator	922	9.3%
Open Punctuation	37	0.4%
Close Punctuation	37	0.4%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	1807	22.7%
a	1060	13.3%
s	986	12.4%
e	986	12.4%
c	959	12.0%
r	959	12.0%
n	949	11.9%
l	64	0.8%
j	64	0.8%
i	64	0.8%
Other values (2)	74	0.9%

Uppercase Letter

Value	Count	Frequency (%)
G	885	89.8%
E	64	6.5%
M	37	3.8%

Space Separator

Value	Count	Frequency (%)
	922	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	37	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	37	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	8958	90.0%
Common	996	10.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	1807	20.2%
a	1060	11.8%
s	986	11.0%
e	986	11.0%
c	959	10.7%
r	959	10.7%
n	949	10.6%
G	885	9.9%
l	64	0.7%
j	64	0.7%
Other values (5)	239	2.7%

Common

Value	Count	Frequency (%)
	922	92.6%
(	37	3.7%
)	37	3.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	9954	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
o	1807	18.2%
a	1060	10.6%
s	986	9.9%
e	986	9.9%
c	959	9.6%
r	959	9.6%
n	949	9.5%
	922	9.3%
G	885	8.9%
l	64	0.6%
Other values (8)	377	3.8%

NOMBRE_LOTE
Categorical

Distinct	727
Distinct (%)	72.8%
Missing	0
Missing (%)	0.0%
Memory size	7.9 KiB

Chuchurubi	17
LA ESPERANZA	13
El Zapal	11
MAIZ	8
EL HIGO	8
Other values (722)	941

Length

Max length	31
Median length	18
Mean length	9.6683367
Min length	3

Characters and Unicode

Total characters	9649
Distinct characters	64
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	596 ?
Unique (%)	59.7%

Sample

1st row	VILLA GABRIELA
2nd row	VILLA LOURDES
3rd row	SANTA MARTA
4th row	PALMAR
5th row	DONDE FIDEL

Common Values

Value	Count	Frequency (%)
Chuchurubi	17	1.7%
LA ESPERANZA	13	1.3%
El Zapal	11	1.1%
MAIZ	8	0.8%
EL HIGO	8	0.8%
Carolina	8	0.8%
EL ROBLE	8	0.8%
LOTE 1	8	0.8%
EL CANAL	7	0.7%
SANTA LUCIA	6	0.6%
Other values (717)	904	90.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
el	205	10.5%
la	178	9.2%
2	92	4.7%
1	88	4.5%
villa	41	2.1%
las	36	1.9%
san	36	1.9%
los	35	1.8%
santa	30	1.5%
esperanza	25	1.3%
Other values (523)	1178	60.6%

Most occurring characters

Value	Count	Frequency (%)
	970	10.1%
A	900	9.3%
L	658	6.8%
a	556	5.8%
E	498	5.2%
O	462	4.8%
I	387	4.0%
S	331	3.4%
l	329	3.4%
R	317	3.3%
Other values (54)	4241	44.0%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	5492	56.9%
Lowercase Letter	2956	30.6%
Space Separator	970	10.1%
Decimal Number	227	2.4%
Other Punctuation	3	< 0.1%
Dash Punctuation	1	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	556	18.8%
l	329	11.1%
o	282	9.5%
i	264	8.9%
e	235	7.9%
r	217	7.3%
n	183	6.2%
t	129	4.4%
c	120	4.1%
s	117	4.0%
Other values (18)	524	17.7%

Uppercase Letter

Value	Count	Frequency (%)
A	900	16.4%
L	658	12.0%
E	498	9.1%
O	462	8.4%
I	387	7.0%
S	331	6.0%
R	317	5.8%
C	311	5.7%
N	274	5.0%
T	219	4.0%
Other values (15)	1135	20.7%

Decimal Number

Value	Count	Frequency (%)
1	100	44.1%
2	97	42.7%
3	11	4.8%
4	7	3.1%
5	6	2.6%
0	4	1.8%
6	1	0.4%
9	1	0.4%

Space Separator

Value	Count	Frequency (%)
	970	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	3	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	8448	87.6%
Common	1201	12.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
A	900	10.7%
L	658	7.8%
a	556	6.6%
E	498	5.9%
O	462	5.5%
I	387	4.6%
S	331	3.9%
l	329	3.9%
R	317	3.8%
C	311	3.7%
Other values (43)	3699	43.8%

Common

Value	Count	Frequency (%)
	970	80.8%
1	100	8.3%
2	97	8.1%
3	11	0.9%
4	7	0.6%
5	6	0.5%
0	4	0.3%
.	3	0.2%
-	1	0.1%
6	1	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	9631	99.8%
None	18	0.2%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	970	10.1%
A	900	9.3%
L	658	6.8%
a	556	5.8%
E	498	5.2%
O	462	4.8%
I	387	4.0%
S	331	3.4%
l	329	3.4%
R	317	3.3%
Other values (50)	4223	43.8%

None

Value	Count	Frequency (%)
Ñ	14	77.8%
ñ	2	11.1%
ó	1	5.6%
è	1	5.6%

ORIGEN_SEMILLA
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	998
Missing (%)	100.0%
Memory size	7.9 KiB

INOCULACION_SEMILLAS
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	998
Missing (%)	100.0%
Memory size	7.9 KiB

NUEVA_INOCULACION_SEMILLAS
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	998
Missing (%)	100.0%
Memory size	7.9 KiB

PRODUCTO_USADO
Categorical

Distinct	5
Distinct (%)	1.2%
Missing	571
Missing (%)	57.2%
Memory size	7.9 KiB

Insecticidas	301
Fungicida+Insecticida	95
Fungicidas	17
Desconocido	11
Otro	3

Length

Max length	21
Median length	12
Mean length	13.840749
Min length	4

Characters and Unicode

Total characters	5910
Distinct characters	17
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Insecticidas
2nd row	Insecticidas
3rd row	Insecticidas
4th row	Insecticidas
5th row	Insecticidas

Common Values

Value	Count	Frequency (%)
Insecticidas	301	30.2%
Fungicida+Insecticida	95	9.5%
Fungicidas	17	1.7%
Desconocido	11	1.1%
Otro	3	0.3%
(Missing)	571	57.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
insecticidas	301	70.5%
fungicida+insecticida	95	22.2%
fungicidas	17	4.0%
desconocido	11	2.6%
otro	3	0.7%

Most occurring characters

Value	Count	Frequency (%)
i	1027	17.4%
c	926	15.7%
s	725	12.3%
n	519	8.8%
d	519	8.8%
a	508	8.6%
e	407	6.9%
t	399	6.8%
I	396	6.7%
F	112	1.9%
Other values (7)	372	6.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	5293	89.6%
Uppercase Letter	522	8.8%
Math Symbol	95	1.6%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
i	1027	19.4%
c	926	17.5%
s	725	13.7%
n	519	9.8%
d	519	9.8%
a	508	9.6%
e	407	7.7%
t	399	7.5%
u	112	2.1%
g	112	2.1%
Other values (2)	39	0.7%

Uppercase Letter

Value	Count	Frequency (%)
I	396	75.9%
F	112	21.5%
D	11	2.1%
O	3	0.6%

Math Symbol

Value	Count	Frequency (%)
+	95	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	5815	98.4%
Common	95	1.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
i	1027	17.7%
c	926	15.9%
s	725	12.5%
n	519	8.9%
d	519	8.9%
a	508	8.7%
e	407	7.0%
t	399	6.9%
I	396	6.8%
F	112	1.9%
Other values (6)	277	4.8%

Common

Value	Count	Frequency (%)
+	95	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	5910	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
i	1027	17.4%
c	926	15.7%
s	725	12.3%
n	519	8.8%
d	519	8.8%
a	508	8.6%
e	407	6.9%
t	399	6.8%
I	396	6.7%
F	112	1.9%
Other values (7)	372	6.3%

TIPO_MATERIAL
Categorical

Distinct	4
Distinct (%)	0.4%
Missing	1
Missing (%)	0.1%
Memory size	7.9 KiB

Hibrido	498
OGM	479
Variedad	11
Semilla Campesina	9

Length

Max length	17
Median length	8
Mean length	5.1795386
Min length	3

Characters and Unicode

Total characters	5164
Distinct characters	20
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Hibrido
2nd row	Hibrido
3rd row	Hibrido
4th row	Hibrido
5th row	Hibrido

Common Values

Value	Count	Frequency (%)
Hibrido	498	49.9%
OGM	479	48.0%
Variedad	11	1.1%
Semilla Campesina	9	0.9%
(Missing)	1	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
hibrido	498	49.5%
ogm	479	47.6%
variedad	11	1.1%
semilla	9	0.9%
campesina	9	0.9%

Most occurring characters

Value	Count	Frequency (%)
i	1025	19.8%
d	520	10.1%
r	509	9.9%
H	498	9.6%
b	498	9.6%
o	498	9.6%
O	479	9.3%
G	479	9.3%
M	479	9.3%
a	49	0.9%
Other values (10)	130	2.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	3191	61.8%
Uppercase Letter	1964	38.0%
Space Separator	9	0.2%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
i	1025	32.1%
d	520	16.3%
r	509	16.0%
b	498	15.6%
o	498	15.6%
a	49	1.5%
e	29	0.9%
m	18	0.6%
l	18	0.6%
p	9	0.3%
Other values (2)	18	0.6%

Uppercase Letter

Value	Count	Frequency (%)
H	498	25.4%
O	479	24.4%
G	479	24.4%
M	479	24.4%
V	11	0.6%
S	9	0.5%
C	9	0.5%

Space Separator

Value	Count	Frequency (%)
	9	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	5155	99.8%
Common	9	0.2%

Most frequent character per script

Latin

Value	Count	Frequency (%)
i	1025	19.9%
d	520	10.1%
r	509	9.9%
H	498	9.7%
b	498	9.7%
o	498	9.7%
O	479	9.3%
G	479	9.3%
M	479	9.3%
a	49	1.0%
Other values (9)	121	2.3%

Common

Value	Count	Frequency (%)
	9	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	5164	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
i	1025	19.8%
d	520	10.1%
r	509	9.9%
H	498	9.6%
b	498	9.6%
o	498	9.6%
O	479	9.3%
G	479	9.3%
M	479	9.3%
a	49	0.9%
Other values (10)	130	2.5%

NUEVO_MATERIAL_GENETICO
Categorical

HIGH CARDINALITY MISSING

Distinct	82
Distinct (%)	28.7%
Missing	712
Missing (%)	71.3%
Memory size	7.9 KiB

SV 1035	24
SV-1035	23
P 3966 WH	21
DK 234 VTPRO	21
DK 234 VTPro	19
Other values (77)	178

Length

Max length	26
Median length	23
Mean length	8.9965035
Min length	4

Characters and Unicode

Total characters	2573
Distinct characters	52
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	48 ?
Unique (%)	16.8%

Sample

1st row	7019
2nd row	7019
3rd row	1430
4th row	SV 8726
5th row	SV-1035

Common Values

Value	Count	Frequency (%)
SV 1035	24	2.4%
SV-1035	23	2.3%
P 3966 WH	21	2.1%
DK 234 VTPRO	21	2.1%
DK 234 VTPro	19	1.9%
SV 7019	12	1.2%
P 4082 WH	9	0.9%
SV - 1035	8	0.8%
DK 234 VT PRO	8	0.8%
SV-7019	7	0.7%
Other values (72)	134	13.4%
(Missing)	712	71.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
sv	63	10.3%
dk	55	9.0%
234	55	9.0%
1035	50	8.2%
wh	48	7.9%
vtpro	47	7.7%
p	35	5.7%
3966	24	3.9%
sv-1035	23	3.8%
7019	20	3.3%
Other values (63)	190	31.1%

Most occurring characters

Value	Count	Frequency (%)
	326	12.7%
3	219	8.5%
V	149	5.8%
0	141	5.5%
P	127	4.9%
1	109	4.2%
S	94	3.7%
2	94	3.7%
9	94	3.7%
4	91	3.5%
Other values (42)	1129	43.9%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	994	38.6%
Decimal Number	963	37.4%
Space Separator	326	12.7%
Lowercase Letter	232	9.0%
Dash Punctuation	58	2.3%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
V	149	15.0%
P	127	12.8%
S	94	9.5%
T	90	9.1%
D	72	7.2%
R	71	7.1%
O	59	5.9%
W	57	5.7%
H	56	5.6%
K	56	5.6%
Other values (11)	163	16.4%

Lowercase Letter

Value	Count	Frequency (%)
r	39	16.8%
o	38	16.4%
i	20	8.6%
a	20	8.6%
s	17	7.3%
c	16	6.9%
p	15	6.5%
t	13	5.6%
l	12	5.2%
e	10	4.3%
Other values (9)	32	13.8%

Decimal Number

Value	Count	Frequency (%)
3	219	22.7%
0	141	14.6%
1	109	11.3%
2	94	9.8%
9	94	9.8%
4	91	9.4%
5	83	8.6%
6	67	7.0%
8	34	3.5%
7	31	3.2%

Space Separator

Value	Count	Frequency (%)
	326	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	58	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1347	52.4%
Latin	1226	47.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
V	149	12.2%
P	127	10.4%
S	94	7.7%
T	90	7.3%
D	72	5.9%
R	71	5.8%
O	59	4.8%
W	57	4.6%
H	56	4.6%
K	56	4.6%
Other values (30)	395	32.2%

Common

Value	Count	Frequency (%)
	326	24.2%
3	219	16.3%
0	141	10.5%
1	109	8.1%
2	94	7.0%
9	94	7.0%
4	91	6.8%
5	83	6.2%
6	67	5.0%
-	58	4.3%
Other values (2)	65	4.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2573	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	326	12.7%
3	219	8.5%
V	149	5.8%
0	141	5.5%
P	127	4.9%
1	109	4.2%
S	94	3.7%
2	94	3.7%
9	94	3.7%
4	91	3.5%
Other values (42)	1129	43.9%

OTRO_CULT_ANT
Categorical

MISSING UNIFORM

Distinct	4
Distinct (%)	100.0%
Missing	994
Missing (%)	99.6%
Memory size	7.9 KiB

algodón y frijol	1
frijol y algodón	1
frijol y hortaliza	1
HORTALIZAS	1

Length

Max length	19
Median length	17
Mean length	15.75
Min length	10

Characters and Unicode

Total characters	63
Distinct characters	25
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	4 ?
Unique (%)	100.0%

Sample

1st row	algodón y frijol
2nd row	frijol y algodón
3rd row	frijol y hortaliza
4th row	HORTALIZAS

Common Values

Value	Count	Frequency (%)
algodón y frijol	1	0.1%
frijol y algodón	1	0.1%
frijol y hortaliza	1	0.1%
HORTALIZAS	1	0.1%
(Missing)	994	99.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
y	3	30.0%
frijol	3	30.0%
algodón	2	20.0%
hortaliza	1	10.0%
hortalizas	1	10.0%

Most occurring characters

Value	Count	Frequency (%)
	9	14.3%
l	6	9.5%
o	6	9.5%
a	4	6.3%
i	4	6.3%
r	4	6.3%
y	3	4.8%
f	3	4.8%
j	3	4.8%
n	2	3.2%
Other values (15)	19	30.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	44	69.8%
Uppercase Letter	10	15.9%
Space Separator	9	14.3%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
l	6	13.6%
o	6	13.6%
a	4	9.1%
i	4	9.1%
r	4	9.1%
y	3	6.8%
f	3	6.8%
j	3	6.8%
n	2	4.5%
ó	2	4.5%
Other values (5)	7	15.9%

Uppercase Letter

Value	Count	Frequency (%)
A	2	20.0%
H	1	10.0%
O	1	10.0%
R	1	10.0%
T	1	10.0%
L	1	10.0%
I	1	10.0%
Z	1	10.0%
S	1	10.0%

Space Separator

Value	Count	Frequency (%)
	9	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	54	85.7%
Common	9	14.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
l	6	11.1%
o	6	11.1%
a	4	7.4%
i	4	7.4%
r	4	7.4%
y	3	5.6%
f	3	5.6%
j	3	5.6%
n	2	3.7%
ó	2	3.7%
Other values (14)	17	31.5%

Common

Value	Count	Frequency (%)
	9	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	61	96.8%
None	2	3.2%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	9	14.8%
l	6	9.8%
o	6	9.8%
a	4	6.6%
i	4	6.6%
r	4	6.6%
y	3	4.9%
f	3	4.9%
j	3	4.9%
n	2	3.3%
Other values (14)	17	27.9%

None

Value	Count	Frequency (%)
ó	2	100.0%

RESIEMBRA
Real number (ℝ)

MISSING ZEROS

Distinct	8
Distinct (%)	3.7%
Missing	781
Missing (%)	78.3%
Infinite	0
Infinite (%)	0.0%
Mean	0.87557604

Minimum	0
Maximum	30
Zeros	123
Zeros (%)	12.3%
Negative	0
Negative (%)	0.0%
Memory size	7.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	2.2
Maximum	30
Range	30
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	2.6155169
Coefficient of variation (CV)	2.9871956
Kurtosis	84.533622
Mean	0.87557604
Median Absolute Deviation (MAD)	0
Skewness	8.5138422
Sum	190
Variance	6.8409285
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	123	12.3%
1	64	6.4%
2	19	1.9%
3	6	0.6%
5	2	0.2%
30	1	0.1%
10	1	0.1%
20	1	0.1%
(Missing)	781	78.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	123	12.3%
1	64	6.4%
2	19	1.9%
3	6	0.6%
5	2	0.2%
10	1	0.1%
20	1	0.1%
30	1	0.1%

Value	Count	Frequency (%)
30	1	0.1%
20	1	0.1%
10	1	0.1%
5	2	0.2%
3	6	0.6%
2	19	1.9%
1	64	6.4%
0	123	12.3%

CANTIDAD_TOTAL
Real number (ℝ)

MISSING SKEWED

Distinct	442
Distinct (%)	46.6%
Missing	50
Missing (%)	5.0%
Infinite	0
Infinite (%)	0.0%
Mean	31145.689

Minimum	1200
Maximum	3260400
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.9 KiB

Quantile statistics

Minimum	1200
5-th percentile	3200
Q1	5700
median	11020
Q3	23212.5
95-th percentile	96000
Maximum	3260400
Range	3259200
Interquartile range (IQR)	17512.5

Descriptive statistics

Standard deviation	122193.64
Coefficient of variation (CV)	3.9232921
Kurtosis	522.1236
Mean	31145.689
Median Absolute Deviation (MAD)	6220
Skewness	20.587047
Sum	29526113
Variance	1.4931285 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4500	21	2.1%
4000	21	2.1%
12000	14	1.4%
6000	14	1.4%
4800	14	1.4%
5000	12	1.2%
11000	12	1.2%
3500	11	1.1%
5700	11	1.1%
10000	10	1.0%
Other values (432)	808	81.0%
(Missing)	50	5.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1200	3	0.3%
1600	1	0.1%
1700	1	0.1%
1800	5	0.5%
2000	5	0.5%
2100	2	0.2%
2200	5	0.5%
2300	2	0.2%
2400	4	0.4%
2500	4	0.4%

Value	Count	Frequency (%)
3260400	1	0.1%
1066640	1	0.1%
540000	1	0.1%
518000	1	0.1%
510000	1	0.1%
406000	1	0.1%
382250	1	0.1%
375000	1	0.1%
315000	1	0.1%
302400	1	0.1%

HUMEDAD
Real number (ℝ)

Distinct	17
Distinct (%)	1.9%
Missing	113
Missing (%)	11.3%
Infinite	0
Infinite (%)	0.0%
Mean	18.952655

Minimum	14
Maximum	34
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.9 KiB

Quantile statistics

Minimum	14
5-th percentile	17
Q1	18
median	19
Q3	20
95-th percentile	22
Maximum	34
Range	20
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.5167713
Coefficient of variation (CV)	0.08002949
Kurtosis	11.733087
Mean	18.952655
Median Absolute Deviation (MAD)	1
Skewness	1.6732262
Sum	16773.1
Variance	2.3005953
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
18	265	26.6%
19	232	23.2%
20	188	18.8%
17	96	9.6%
22	40	4.0%
21	37	3.7%
23	6	0.6%
16	6	0.6%
24	3	0.3%
25	2	0.2%
Other values (7)	10	1.0%
(Missing)	113	11.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
14	2	0.2%
15	2	0.2%
15.5	2	0.2%
16	6	0.6%
17	96	9.6%
18	265	26.6%
18.5	1	0.1%
19	232	23.2%
20	188	18.8%
21	37	3.7%

Value	Count	Frequency (%)
34	1	0.1%
26	1	0.1%
25	2	0.2%
24	3	0.3%
23	6	0.6%
22.6	1	0.1%
22	40	4.0%
21	37	3.7%
20	188	18.8%
19	232	23.2%

ALMACENAMIENTO_FINCA
Categorical

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	7.9 KiB

NO	759
SI	239

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	1996
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	NO
2nd row	NO
3rd row	NO
4th row	NO
5th row	NO

Common Values

Value	Count	Frequency (%)
NO	759	76.1%
SI	239	23.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
no	759	76.1%
si	239	23.9%

Most occurring characters

Value	Count	Frequency (%)
N	759	38.0%
O	759	38.0%
S	239	12.0%
I	239	12.0%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	1996	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
N	759	38.0%
O	759	38.0%
S	239	12.0%
I	239	12.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1996	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
N	759	38.0%
O	759	38.0%
S	239	12.0%
I	239	12.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1996	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
N	759	38.0%
O	759	38.0%
S	239	12.0%
I	239	12.0%

OBSERVACIONES_COSECHA
Categorical

HIGH CARDINALITY MISSING

Distinct	132
Distinct (%)	44.7%
Missing	703
Missing (%)	70.4%
Memory size	7.9 KiB

estres hidrico	35
déficit de lluvia	29
VERANO	24
estrés hidrico	19
El verano afecto el rendimiento	10
Other values (127)	178

Length

Max length	200
Median length	109
Mean length	30.677966
Min length	6

Characters and Unicode

Total characters	9050
Distinct characters	66
Distinct categories	7 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	108 ?
Unique (%)	36.6%

Sample

1st row	PRODUCCIÓN AFECTADA POR SEQUÍA Y VOLCAMIENTO POR FUERTES VIENTOS
2nd row	PRODUCCIÓN AFECTADA POR SEQUÍA
3rd row	PRODUCCIÓN AFECTADA POR SEQUÍA
4th row	PRODUCCIÓN AFECTADA POR SEQUÍA EN LA ZONA
5th row	el intenso verano que se presento en el mes de junio

Common Values

Value	Count	Frequency (%)
estres hidrico	35	3.5%
déficit de lluvia	29	2.9%
VERANO	24	2.4%
estrés hidrico	19	1.9%
El verano afecto el rendimiento	10	1.0%
Verano afecto produccion	9	0.9%
El verano afecto rendimiento	7	0.7%
estrés hidrico.	7	0.7%
El verano afecto los rendimientos	6	0.6%
El Verano	5	0.5%
Other values (122)	144	14.4%
(Missing)	703	70.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
verano	136	9.1%
el	120	8.1%
hidrico	84	5.6%
de	74	5.0%
afecto	63	4.2%
la	49	3.3%
en	48	3.2%
estrés	46	3.1%
rendimiento	39	2.6%
estres	38	2.6%
Other values (241)	791	53.2%

Most occurring characters

Value	Count	Frequency (%)
	1245	13.8%
e	779	8.6%
o	574	6.3%
i	503	5.6%
a	472	5.2%
r	455	5.0%
n	420	4.6%
t	346	3.8%
l	333	3.7%
s	333	3.7%
Other values (56)	3590	39.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	5801	64.1%
Uppercase Letter	1922	21.2%
Space Separator	1245	13.8%
Other Punctuation	71	0.8%
Decimal Number	7	0.1%
Open Punctuation	2	< 0.1%
Close Punctuation	2	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	779	13.4%
o	574	9.9%
i	503	8.7%
a	472	8.1%
r	455	7.8%
n	420	7.2%
t	346	6.0%
l	333	5.7%
s	333	5.7%
c	315	5.4%
Other values (20)	1271	21.9%

Uppercase Letter

Value	Count	Frequency (%)
E	301	15.7%
A	211	11.0%
O	199	10.4%
N	160	8.3%
R	148	7.7%
I	106	5.5%
L	86	4.5%
T	84	4.4%
D	83	4.3%
C	82	4.3%
Other values (18)	462	24.0%

Decimal Number

Value	Count	Frequency (%)
2	3	42.9%
0	3	42.9%
1	1	14.3%

Other Punctuation

Value	Count	Frequency (%)
.	51	71.8%
,	20	28.2%

Space Separator

Value	Count	Frequency (%)
	1245	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	2	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	7723	85.3%
Common	1327	14.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	779	10.1%
o	574	7.4%
i	503	6.5%
a	472	6.1%
r	455	5.9%
n	420	5.4%
t	346	4.5%
l	333	4.3%
s	333	4.3%
c	315	4.1%
Other values (48)	3193	41.3%

Common

Value	Count	Frequency (%)
	1245	93.8%
.	51	3.8%
,	20	1.5%
2	3	0.2%
0	3	0.2%
(	2	0.2%
)	2	0.2%
1	1	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	8909	98.4%
None	141	1.6%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	1245	14.0%
e	779	8.7%
o	574	6.4%
i	503	5.6%
a	472	5.3%
r	455	5.1%
n	420	4.7%
t	346	3.9%
l	333	3.7%
s	333	3.7%
Other values (45)	3449	38.7%

None

Value	Count	Frequency (%)
é	79	56.0%
ó	25	17.7%
í	8	5.7%
Ó	7	5.0%
É	6	4.3%
ñ	5	3.5%
Í	5	3.5%
á	3	2.1%
Ñ	1	0.7%
Ú	1	0.7%

DEPARTAMENTO
Categorical

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	7.9 KiB

CÓRDOBA	998

Length

Max length	7
Median length	7
Mean length	7
Min length	7

Characters and Unicode

Total characters	6986
Distinct characters	7
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	CÓRDOBA
2nd row	CÓRDOBA
3rd row	CÓRDOBA
4th row	CÓRDOBA
5th row	CÓRDOBA

Common Values

Value	Count	Frequency (%)
CÓRDOBA	998	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
córdoba	998	100.0%

Most occurring characters

Value	Count	Frequency (%)
C	998	14.3%
Ó	998	14.3%
R	998	14.3%
D	998	14.3%
O	998	14.3%
B	998	14.3%
A	998	14.3%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	6986	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
C	998	14.3%
Ó	998	14.3%
R	998	14.3%
D	998	14.3%
O	998	14.3%
B	998	14.3%
A	998	14.3%

Most occurring scripts

Value	Count	Frequency (%)
Latin	6986	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
C	998	14.3%
Ó	998	14.3%
R	998	14.3%
D	998	14.3%
O	998	14.3%
B	998	14.3%
A	998	14.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	5988	85.7%
None	998	14.3%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
C	998	16.7%
R	998	16.7%
D	998	16.7%
O	998	16.7%
B	998	16.7%
A	998	16.7%

None

Value	Count	Frequency (%)
Ó	998	100.0%

MUNICIPIO
Categorical

Distinct	13
Distinct (%)	1.3%
Missing	0
Missing (%)	0.0%
Memory size	7.9 KiB

COTORRA	204
CERETÉ	198
LORICA	145
CHIMÁ	128
CIÉNAGA DE ORO	91
Other values (8)	232

Length

Max length	25
Median length	14
Mean length	7.5941884
Min length	5

Characters and Unicode

Total characters	7579
Distinct characters	24
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	CERETÉ
2nd row	CERETÉ
3rd row	CERETÉ
4th row	CERETÉ
5th row	CERETÉ

Common Values

Value	Count	Frequency (%)
COTORRA	204	20.4%
CERETÉ	198	19.8%
LORICA	145	14.5%
CHIMÁ	128	12.8%
CIÉNAGA DE ORO	91	9.1%
SAN PELAYO	76	7.6%
SAN CARLOS	59	5.9%
MONTERÍA	50	5.0%
CHINÚ	22	2.2%
VALENCIA	14	1.4%
Other values (3)	11	1.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
cotorra	204	15.3%
cereté	198	14.8%
lorica	145	10.9%
san	135	10.1%
chimá	128	9.6%
de	98	7.3%
ciénaga	91	6.8%
oro	91	6.8%
pelayo	76	5.7%
carlos	59	4.4%
Other values (8)	111	8.3%

Most occurring characters

Value	Count	Frequency (%)
R	962	12.7%
O	927	12.2%
A	901	11.9%
C	882	11.6%
E	643	8.5%
T	456	6.0%
I	416	5.5%
	338	4.5%
N	328	4.3%
L	303	4.0%
Other values (14)	1423	18.8%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	7241	95.5%
Space Separator	338	4.5%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
R	962	13.3%
O	927	12.8%
A	901	12.4%
C	882	12.2%
E	643	8.9%
T	456	6.3%
I	416	5.7%
N	328	4.5%
L	303	4.2%
É	289	4.0%
Other values (13)	1134	15.7%

Space Separator

Value	Count	Frequency (%)
	338	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	7241	95.5%
Common	338	4.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
R	962	13.3%
O	927	12.8%
A	901	12.4%
C	882	12.2%
E	643	8.9%
T	456	6.3%
I	416	5.7%
N	328	4.5%
L	303	4.2%
É	289	4.0%
Other values (13)	1134	15.7%

Common

Value	Count	Frequency (%)
	338	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	7074	93.3%
None	505	6.7%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
R	962	13.6%
O	927	13.1%
A	901	12.7%
C	882	12.5%
E	643	9.1%
T	456	6.4%
I	416	5.9%
	338	4.8%
N	328	4.6%
L	303	4.3%
Other values (9)	918	13.0%

None

Value	Count	Frequency (%)
É	289	57.2%
Á	128	25.3%
Í	57	11.3%
Ú	24	4.8%
Ó	7	1.4%

AREA
Real number (ℝ)

Distinct	101
Distinct (%)	10.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.0477956

Minimum	0.5
Maximum	71.5
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.9 KiB

Quantile statistics

Minimum	0.5
5-th percentile	1
Q1	1.1
median	2
Q3	4
95-th percentile	14.12
Maximum	71.5
Range	71
Interquartile range (IQR)	2.9

Descriptive statistics

Standard deviation	5.9282271
Coefficient of variation (CV)	1.4645569
Kurtosis	35.052128
Mean	4.0477956
Median Absolute Deviation (MAD)	1
Skewness	4.9134087
Sum	4039.7
Variance	35.143877
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	240	24.0%
2	143	14.3%
3	81	8.1%
1.5	65	6.5%
4	52	5.2%
5	27	2.7%
2.5	26	2.6%
1.3	24	2.4%
1.2	22	2.2%
6	22	2.2%
Other values (91)	296	29.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.5	1	0.1%
0.7	1	0.1%
0.9	2	0.2%
1	240	24.0%
1.1	10	1.0%
1.2	22	2.2%
1.25	2	0.2%
1.3	24	2.4%
1.4	7	0.7%
1.5	65	6.5%

Value	Count	Frequency (%)
71.5	1	0.1%
55	1	0.1%
54	1	0.1%
44.2	1	0.1%
42	1	0.1%
40	1	0.1%
37.2	1	0.1%
35	1	0.1%
31	1	0.1%
30	1	0.1%

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

First rows
Last rows

	ID_EVENTO	ID_LOTE	ID_FINCA	ID_PROD	LAT_LOTE	LONG_LOTE	FECHA_SIEMBRA	TIPO_SIEMBRA	NUM_SEMILLAS	SEM_TRATADAS	DIST_SURCOS	DIST_PLANTAS	TIPO_CULTIVO	COLOR_ENDOSPERMO	SEM_POR_SITIO	TIPO_DE_SEMILLA	HABITO_CRECIMIENTO	MATERIAL_GENETICO	OBJ_RDT	CULT_ANT	DRENAJE	FECHA_EMERGENCIA	POBLACION_20DIAS	FECHA_FLORACION	FECHA_COSECHA	METODO_COSECHA	RDT	PROD_COSECHADO	NOMBRE_LOTE	ORIGEN_SEMILLA	INOCULACION_SEMILLAS	NUEVA_INOCULACION_SEMILLAS	PRODUCTO_USADO	TIPO_MATERIAL	NUEVO_MATERIAL_GENETICO	OTRO_CULT_ANT	RESIEMBRA	CANTIDAD_TOTAL	HUMEDAD	ALMACENAMIENTO_FINCA	OBSERVACIONES_COSECHA	DEPARTAMENTO	MUNICIPIO	AREA
0	53	40	42	13	8.877222	-75.764444	5/13/2013	Mecanizado	60000.0	NO	0.8	0.2	Maiz	Blanco	2.0	NaN	NaN	PIONEER 30F32	5000.0	Algodón	SI	5/18/2013	60000.0	7/20/2013	9/26/2013	Manual	5000.0	Grano seco	VILLA GABRIELA	NaN	NaN	NaN	NaN	Hibrido	NaN	NaN	NaN	5000.0	18.0	NO	NaN	CÓRDOBA	CERETÉ	1.0
1	54	43	43	14	8.879167	-75.765556	5/2/2013	Mecanizado	60000.0	SI	0.8	0.2	Maiz	Blanco	1.0	NaN	NaN	DK 234	5.0	Maiz	SI	5/7/2013	60000.0	7/10/2013	9/11/2013	Manual	5000.0	Grano seco	VILLA LOURDES	NaN	NaN	NaN	Insecticidas	Hibrido	NaN	NaN	NaN	5000.0	20.0	NO	NaN	CÓRDOBA	CERETÉ	1.0
2	56	44	44	15	8.880000	-75.765833	5/12/2013	Mecanizado	60000.0	NO	0.8	0.2	Maiz	Blanco	1.0	NaN	NaN	PIONEER 30F32	5.0	Algodón	SI	5/17/2013	60000.0	7/15/2013	9/19/2013	Manual	5500.0	Grano seco	SANTA MARTA	NaN	NaN	NaN	NaN	Hibrido	NaN	NaN	NaN	5500.0	19.0	NO	NaN	CÓRDOBA	CERETÉ	1.0
3	57	45	45	16	8.878611	-75.758889	5/7/2013	Mecanizado	60000.0	NO	0.8	0.2	Maiz	Blanco	1.0	NaN	NaN	Otro	5.0	Algodón	SI	5/12/2013	60000.0	7/15/2013	9/12/2013	Manual	5200.0	Grano seco	PALMAR	NaN	NaN	NaN	NaN	Hibrido	7019	NaN	NaN	5200.0	19.0	NO	NaN	CÓRDOBA	CERETÉ	1.0
4	273	46	46	17	8.876389	-75.759167	5/7/2013	Mecanizado	60000.0	NO	0.8	0.2	Maiz	Blanco	1.0	NaN	NaN	Otro	5000.0	Algodón	SI	5/12/2013	60000.0	7/14/2013	9/12/2013	Manual	5700.0	Grano seco	DONDE FIDEL	NaN	NaN	NaN	NaN	Hibrido	7019	NaN	NaN	5700.0	20.0	NO	NaN	CÓRDOBA	CERETÉ	1.0
5	282	47	47	18	8.847500	-75.766667	5/8/2013	Mecanizado	60000.0	SI	0.8	0.2	Maiz	Blanco	2.0	NaN	NaN	DK 234	5.0	Maiz	SI	5/14/2013	60000.0	7/25/2013	9/18/2013	Manual	5200.0	Grano seco	VILLA LUZ	NaN	NaN	NaN	Insecticidas	Hibrido	NaN	NaN	NaN	5200.0	18.0	NO	NaN	CÓRDOBA	CERETÉ	1.0
6	283	51	50	22	8.847778	-75.767500	5/2/2013	Manual	60000.0	SI	0.8	0.2	Maiz	Blanco	3.0	NaN	NaN	Otro	5.0	Maiz	SI	5/7/2013	60000.0	6/23/2013	9/17/2013	Manual	4700.0	Grano seco	VILLA MARIA	NaN	NaN	NaN	Insecticidas	Hibrido	1430	NaN	NaN	4700.0	19.0	NO	NaN	CÓRDOBA	CERETÉ	1.0
7	284	268	240	266	8.853056	-75.757778	5/9/2013	Manual	60000.0	SI	0.8	0.2	Maiz	Blanco	3.0	NaN	NaN	PIONEER 30F32	5.0	Algodón	SI	5/14/2013	60000.0	6/25/2013	9/22/2013	Manual	6000.0	Grano seco	DONDE TIBERIO	NaN	NaN	NaN	Insecticidas	Hibrido	NaN	NaN	NaN	6000.0	17.0	NO	NaN	CÓRDOBA	CERETÉ	1.0
8	286	269	241	267	8.852500	-75.757222	5/3/2013	Manual	60000.0	SI	0.8	0.2	Maiz	Blanco	2.0	NaN	NaN	DK 234	5.0	Algodón	SI	5/9/2013	60000.0	6/20/2013	9/14/2013	Manual	5500.0	Grano seco	DONDE PINTO	NaN	NaN	NaN	Insecticidas	Hibrido	NaN	NaN	NaN	5500.0	20.0	NO	NaN	CÓRDOBA	CERETÉ	1.0
9	287	270	242	268	8.848889	-75.764722	5/26/2013	Mecanizado	60000.0	NO	0.8	0.2	Maiz	Amarillo	1.0	NaN	NaN	PIONEER 30F35	5.0	Frijol	SI	5/31/2013	60000.0	7/26/2013	10/5/2013	Manual	4500.0	Grano seco	VILLA CELIA	NaN	NaN	NaN	NaN	Hibrido	NaN	NaN	NaN	4500.0	19.0	NO	NaN	CÓRDOBA	CERETÉ	1.0

	ID_EVENTO	ID_LOTE	ID_FINCA	ID_PROD	LAT_LOTE	LONG_LOTE	FECHA_SIEMBRA	TIPO_SIEMBRA	NUM_SEMILLAS	SEM_TRATADAS	DIST_SURCOS	DIST_PLANTAS	TIPO_CULTIVO	COLOR_ENDOSPERMO	SEM_POR_SITIO	TIPO_DE_SEMILLA	HABITO_CRECIMIENTO	MATERIAL_GENETICO	OBJ_RDT	CULT_ANT	DRENAJE	FECHA_EMERGENCIA	POBLACION_20DIAS	FECHA_FLORACION	FECHA_COSECHA	METODO_COSECHA	RDT	PROD_COSECHADO	NOMBRE_LOTE	ORIGEN_SEMILLA	INOCULACION_SEMILLAS	NUEVA_INOCULACION_SEMILLAS	PRODUCTO_USADO	TIPO_MATERIAL	NUEVO_MATERIAL_GENETICO	OTRO_CULT_ANT	RESIEMBRA	CANTIDAD_TOTAL	HUMEDAD	ALMACENAMIENTO_FINCA	OBSERVACIONES_COSECHA	DEPARTAMENTO	MUNICIPIO	AREA
988	4666	4165	4391	4718	9.094833	-75.783186	5/23/2016	Mecanizado	18.0	NO	0.8	0.20	Maiz	Amarillo	1.0	NaN	NaN	Otro	6100.0	Algodón	SI	5/28/2016	59000.0	7/19/2016	10/8/2016	Mecanizada	6160.0	Grano seco	LAS MARIAS	NaN	NaN	NaN	NaN	OGM	DK 7088 VTPRO	NaN	NaN	20910.0	18.0	NO	NaN	CÓRDOBA	COTORRA	3.4
989	4667	4161	4387	4716	9.075958	-75.721369	5/8/2016	Mecanizado	18.5	NO	0.8	0.18	Maiz	Amarillo	1.0	NaN	NaN	ADV 9293 (Syngenta)	7200.0	Algodón	SI	5/14/2016	67000.0	7/4/2016	9/24/2016	Manual	7000.0	Grano seco	LA ESPERANZA	NaN	NaN	NaN	NaN	Hibrido	NaN	NaN	NaN	32200.0	18.0	NO	NaN	CÓRDOBA	CHIMÁ	4.6
990	4668	4160	4386	4716	9.073700	-75.720725	5/8/2016	Mecanizado	18.0	NO	0.8	0.18	Maiz	Amarillo	1.0	NaN	NaN	Otro	7800.0	Algodón	SI	5/13/2016	70000.0	7/2/2016	9/26/2016	Mecanizada	7000.0	Grano seco	LA COMPAÑIA	NaN	NaN	NaN	NaN	Hibrido	SV 1035	NaN	NaN	30100.0	18.0	NO	NaN	CÓRDOBA	CHIMÁ	4.3
991	4669	4256	4484	4752	9.076806	-75.726611	5/23/2016	Mecanizado	18.2	NO	0.8	0.20	Maiz	Amarillo	1.0	NaN	NaN	Otro	6780.0	Algodón	SI	5/28/2016	60000.0	7/17/2016	10/10/2016	Mecanizada	6500.0	Grano seco	LA ESPERANZA	NaN	NaN	NaN	NaN	Hibrido	ADT-9293	NaN	NaN	14300.0	18.0	NO	NaN	CÓRDOBA	COTORRA	2.2
992	4670	4268	4496	4756	9.086806	-75.735900	5/11/2016	Manual	17.5	NO	0.8	0.40	Maiz	Amarillo	3.0	NaN	NaN	Otro	7100.0	Maiz	SI	5/17/2016	61000.0	7/5/2016	9/22/2016	Manual	6980.0	Grano seco	EL CAMPANITO	NaN	NaN	NaN	NaN	Hibrido	ADT-9339	NaN	NaN	6980.0	17.0	NO	NaN	CÓRDOBA	COTORRA	1.0
993	4671	4323	4548	4787	9.018844	-75.758531	5/21/2016	Manual	17.5	NO	0.8	0.40	Maiz	Amarillo	3.0	NaN	NaN	Otro	5300.0	Maiz	SI	5/25/2016	64200.0	7/13/2016	10/4/2016	Manual	7150.0	Grano seco	SANTA MARTA	NaN	NaN	NaN	NaN	Hibrido	SV-1035	NaN	NaN	7150.0	17.0	NO	NaN	CÓRDOBA	SAN PELAYO	1.0
994	4672	4322	4547	4786	8.871503	-75.772411	5/14/2016	Mecanizado	19.2	NO	0.8	0.20	Maiz	Blanco	1.0	NaN	NaN	Otro	6980.0	Maiz	SI	5/20/2016	60000.0	7/8/2016	9/30/2016	Mecanizada	6200.0	Grano seco	SALSIPUEDES	NaN	NaN	NaN	NaN	Hibrido	SV-7019	NaN	NaN	13020.0	17.0	NO	NaN	CÓRDOBA	CERETÉ	2.1
995	4673	4321	4546	4785	8.853453	-75.751192	5/7/2016	Mecanizado	17.4	NO	0.8	0.20	Maiz	Blanco	1.0	NaN	NaN	Otro	NaN	Algodón	NO	5/12/2016	59800.0	7/2/2016	9/23/2016	Mecanizada	6326.0	Grano seco	LA PALMERA	NaN	NaN	NaN	NaN	Hibrido	SV-7019	NaN	NaN	12652.0	17.0	NO	NaN	CÓRDOBA	CERETÉ	2.0
996	4674	4320	4545	4784	9.034286	-75.780458	5/9/2016	Mecanizado	18.5	NO	0.8	0.18	Maiz	Blanco	1.0	NaN	NaN	DK 234 YGRR	6520.0	Algodón	SI	5/15/2016	70000.0	7/3/2016	9/21/2016	Mecanizada	6600.0	Grano seco	TIGRE	NaN	NaN	NaN	NaN	OGM	NaN	NaN	NaN	14520.0	19.0	NO	NaN	CÓRDOBA	COTORRA	2.2
997	4675	4319	4544	4784	9.031350	-75.779953	5/9/2016	Mecanizado	17.8	NO	0.8	0.18	Maiz	Blanco	1.0	NaN	NaN	P3966 (Pioneer)	6400.0	Algodón	SI	5/14/2016	67600.0	7/5/2016	9/21/2016	Mecanizada	6440.0	Grano seco	CARACOL	NaN	NaN	NaN	NaN	OGM	NaN	NaN	NaN	14812.0	18.0	NO	NaN	CÓRDOBA	COTORRA	2.3

Overview

Variables

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script